Skip to content

saravanabalagi/deep_image_prior

Repository files navigation

Deep Image Prior

You can denoise an image with just the image and nothing else, yes, with absolute no pre-training, like this one

Result

This repo is a basic implementation of Deep image prior (https://arxiv.org/abs/1711.10925) for denoising images.

Literature Survey

Deep Image Prior Literature Survey

Implementation Details

  • Python/Jupyter Notebook
  • Tensorflow/Keras

Licence

MIT License

Copyright (c) 2018 Saravanabalagi Ramachandran

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Releases

No releases published

Packages

No packages published